Naslov
Modelling of Integrated Circuit Conducted Electromagnetic Immunity by Artificial Neural Networks

Autori
Čeperić, Vladimir ; Barić, Adrijan

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proc. 20th Int. Zurich Symp. Electromagnetic Compatibility / Ruediger Vahldieck - Zürich : ETH Zurich, 2009, 373-376

ISBN
978-3-9523286-6-8

Skup
EMC Zurich 2009 - 20th International Zurich Symposium on Electromagnetic Compatibility

Mjesto i datum
Zürich, Švicarska, 12.01.2009. - 16.01.2009

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Conducted Electromagnetic Compatibility; Artificial Neural Networks; Modelling of Electronic Circuits

Sažetak
A simple and efficient method of modelling electromagnetic immunity (EMI) of integrated circuits (IC) with respect to conducted electromagnetic interference by using artificial neural networks (ANN) is presented. A pulse signal generator is controlled by an ANN to improve stability, robustness and accuracy of the model. A simple and effective way to obtain necessary data for learning the artificial neural network used in EMI modelling is presented. The methodology described in this paper ensures a simple, fast and accurate modelling. As a test case, the EMI model of conducted interference of a simple local interconnect network (LIN) interface circuit is presented.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika

POVEZANOST RADA